Personalized HeartSteps: A Reinforcement Learning Algorithm for
Optimizing Physical Activity

Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity

8 September 2019

Kristjan Greenewald

Papers citing "Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity"

10 / 10 papers shown

Title
Dyadic Reinforcement Learning Shuangning Li L. Niell S. Choi Inbal Nahum-Shani Guy Shani Susan Murphy OffRL 28 1 0 15 Aug 2023
Assessing the Impact of Context Inference Error and Partial Observability on RL Methods for Just-In-Time Adaptive Interventions Karine Karine P. Klasnja Susan A. Murphy Benjamin M. Marlin OffRL 22 2 0 17 May 2023
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling Susobhan Ghosh Raphael Kim Prasidh Chhabria Raaz Dwivedi Predrag Klasjna Peng Liao Kelly Zhang Susan Murphy OffRL 30 8 0 11 Apr 2023
Synthetic Data Generator for Adaptive Interventions in Global Health Aditya Rastogi J. F. Garamendi Ana Fernández del Río Anna Guitart Moiz Hassan Khan Dexian Tang África Periánez 42 0 0 03 Mar 2023
Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits Paritosh Verma Shresth Verma Aditya Mate Aparna Taneja Milind Tambe 16 0 0 19 Jan 2023
Data-pooling Reinforcement Learning for Personalized Healthcare Intervention Xinyun Chen P. Shi Shanwen Pu OffRL 27 4 0 16 Nov 2022
Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions Nina Deliu Joseph Jay Williams B. Chakraborty OffRL 35 5 0 04 Mar 2022
IntelligentPooling: Practical Thompson Sampling for mHealth Sabina Tomkins Peng Liao P. Klasnja Susan Murphy 41 30 0 31 Jul 2020
The Micro-Randomized Trial for Developing Digital Interventions: Experimental Design Considerations Ashley Walton L. Collins P. Klasnja Inbal Nahum-Shani Mashfiqui Rabbi M. Walton Susan Murphy 13 4 0 23 Apr 2020
Inference for Batched Bandits Kelly W. Zhang Lucas Janson Susan Murphy 30 80 0 08 Feb 2020